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<HEAD><TITLE>Feature-Based Algorithms for Detecting and Classifying Scene Breaks</TITLE></HEAD><BODY><H1>Feature-Based Algorithms for Detecting and Classifying Scene Breaks</H1><HR><P><H2><!WA0><!WA0><!WA0><!WA0><A HREF="http://www.cs.cornell.edu/Info/People/rdz/rdz.html">Ramin Zabih</A><br><!WA1><!WA1><!WA1><!WA1><A HREF="http://www.cs.cornell.edu/Info/People/jmiller/Home.html">Justin Miller</A><br>Kevin Mai<br></H2><HR><P><P><H3>Abstract</H3><P><P>We describe a new approach to the detection and classification of scene breaksin video sequences.  Our methods can detect and classify a variety of scenebreaks, including cuts, fades, dissolves and wipes, even in sequencesinvolving significant motion.  We use a feature-based approach, and detect theappearance of intensity edges far from previous edges.  A global motioncomputation is used to handle camera or object motion.  The algorithms wepropose withstand compression artifacts such as those introduced by JPEG andMPEG, even at very high compression rates.  Experimental evidence demonstratesthat our method can detect and classify scene breaks that are difficult todetect with conventional approaches.  An initial implementation runs at about2 frames per second on a Sun workstation.<HR><P>If you wish to view the paper, you can choose from two options:<DL><!WA2><!WA2><!WA2><!WA2><A HREF="http://www.cs.cornell.edu/Info/People/rdz/MM95/mm95html.html">HTML</A><DD>The paper that will appear in the 1995 ACM Multimedia Conference.Also available in<!WA3><!WA3><!WA3><!WA3><A HREF="ftp://ftp.cs.cornell.edu/pub/dissolve/mm95.ps">postscript</A> form.</DL><DL><!WA4><!WA4><!WA4><!WA4><A HREF="http://www.cs.cornell.edu/Info/People/rdz/pamidlfinal.ps">Postscript</A><DD>The rather large (4.5 MB!) postscript paper submitted to IEEE PAMI.  Note: some printers have trouble printing this out.  If you send us<!WA5><!WA5><!WA5><!WA5><A HREF="mailto:rdz@cs.cornell.edu">email</A> we will send you a hardcopy.</DL>In addition, <!WA6><!WA6><!WA6><!WA6><A HREF="http://www.cs.cornell.edu/Info/People/szewczyk/index.html">Rob Szewczyk</A>has built an <!WA7><!WA7><!WA7><!WA7><A HREF="http://www.cs.cornell.edu/Info/People/rdz/browser.html">MPEG browser</A>, which uses our algorithm to detect scene breaks.  It allows a user to searchfor a variety of scene breaks, in combination with motion.For instance, it is possible to skip forward to the next time a leftpan is followed by a dissolve.<!WA8><!WA8><!WA8><!WA8><A HREF="ftp://ftp.cs.cornell.edu/pub/dissolve/distrib">Source code </A> for the browser and the algorithm are available on an"as is" basis.  In addition, there is a <!WA9><!WA9><!WA9><!WA9><A HREF="ftp://ftp.cs.cornell.edu/pub/dissolve/mpeg_browse">binary</A> version of the browser compiled under SunOS.<P></BODY><P><ADDRESS><I>rdz@cs.cornell.edu<BR>Mon Jul 10 19:37:03 EDT 1995</I></ADDRESS>

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